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feat: add footer statistics tracking with LangChain callbacks

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- Add StatsCallbackHandler for tracking LLM calls, tool calls, and tokens
- Integrate callbacks into TradingAgentsGraph and all LLM clients
- Dynamic agent/report counts based on selected analysts
- Fix report completion counting (tied to agent completion)
This commit is contained in:
Yijia Xiao
2026-02-02 22:00:37 +00:00
parent b06936f420
commit 54cdb146d0
10 changed files with 277 additions and 112 deletions
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tradingagents/llm_clients/validators.py
+2 -2
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@@ -69,11 +69,11 @@ VALID_MODELS = {
def validate_model(provider: str, model: str) -> bool:
"""Check if model name is valid for the given provider.
For ollama, openrouter, vllm - any model is accepted.
For ollama, openrouter - any model is accepted.
"""
provider_lower = provider.lower()
if provider_lower in ("ollama", "openrouter", "vllm"):
if provider_lower in ("ollama", "openrouter"):
return True
if provider_lower not in VALID_MODELS: